lijin-THU/notes-python

• Gold V

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

• 1,525+3 Elo, change today
• 15.4k stars
• 3.3k forks
• 7y ago

git clone https://github.com/kailashahirwar/cheatsheets-ai.git

• artificial-intelligence
• deep-learning
• keras
• machine-learning

• Platinum III

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• 1,693−9 Elo, change today
• 29.3k stars
• 7.9k forks
• 1.5k watchers
• 2y ago

git clone https://github.com/donnemartin/data-science-ipython-notebooks.git

• aws
• big-data
• caffe
• data-science

• Silver III

《利用Python进行数据分析·第2版》

• 1,474−8 Elo, change today
• 9k stars
• 2.7k forks
• 2mo ago

git clone https://github.com/iamseancheney/python_for_data_analysis_2nd_chinese_version.git

• matplotlib
• numpy
• pandas

• Emerald I

Python Data Science Handbook: full text in Jupyter Notebooks

• 1,886−4 Elo, change today
• 50.4k stars
• 19.1k forks
• 1.7k watchers
• 2y ago

git clone https://github.com/jakevdp/PythonDataScienceHandbook.git

• jupyter-notebook
• matplotlib
• numpy
• pandas

• Emerald I

The fundamental package for scientific computing with Python.

• 1,876−14 Elo, change today
• 33.3k stars
• 13k forks
• 606 watchers
• 2h ago

brew install numpy

• numpy
• python

• Gold III

机器学习相关教程

• 1,572−3 Elo, change today
• 13.1k stars
• 5.6k forks
• 5y ago

git clone https://github.com/MorvanZhou/tutorials.git

• machine-learning
• multiprocessing
• neural-network
• numpy